fix(core): bound per-agent image memory (proactive budget + inherited-context scrub) (#779)

This commit is contained in:
devin-ai-integration[bot]
2026-07-15 18:13:42 -07:00
committed by GitHub
parent 914207ffb3
commit 899e07d3a2
7 changed files with 150 additions and 42 deletions
+2
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@@ -56,6 +56,8 @@ class RuntimeSettings(BaseSettings):
# on large repos). Above this, the user must bind-mount via ``--mount``.
# Set to 0 (or less) to disable the pre-flight check entirely.
max_local_copy_mb: int = Field(default=1024, alias="STRIX_MAX_LOCAL_COPY_MB")
# Max screenshot/image tool outputs kept live per agent context (0 = none).
max_context_images: int = Field(default=3, ge=0, alias="STRIX_MAX_CONTEXT_IMAGES")
class TelemetrySettings(BaseSettings):
+4 -1
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@@ -10,6 +10,8 @@ from dataclasses import dataclass, field
from pathlib import Path
from typing import TYPE_CHECKING, Any, Literal, cast
from strix.core.sessions import session_write_lock
if TYPE_CHECKING:
from agents.items import TResponseInputItem
@@ -137,7 +139,8 @@ class AgentCoordinator:
)
return False
try:
await session.add_items([self._message_to_session_item(message)])
async with session_write_lock(session):
await session.add_items([self._message_to_session_item(message)])
except Exception:
logger.exception(
"agent.send failed to append to SDK session target=%s",
+12 -1
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@@ -17,7 +17,11 @@ from openai import APIError
from strix.core.hooks import BudgetExceededError
from strix.core.inputs import child_initial_input
from strix.core.sessions import open_agent_session, strip_all_images_from_session
from strix.core.sessions import (
enforce_image_budget,
open_agent_session,
strip_all_images_from_session,
)
if TYPE_CHECKING:
@@ -349,6 +353,13 @@ async def _run_cycle( # noqa: PLR0912, PLR0915
while True:
try:
await coordinator.mark_running(agent_id)
if session is not None:
max_images = context.get("max_context_images")
if isinstance(max_images, int):
try:
await enforce_image_budget(session, max_images)
except Exception:
logger.exception("image-budget enforcement failed for %s", agent_id)
stream = Runner.run_streamed(
agent,
input=input_data,
+6 -1
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@@ -13,6 +13,7 @@ from strix.config.models import (
is_known_openai_bare_model,
model_supports_reasoning,
)
from strix.core.sessions import scrub_images_from_items
if TYPE_CHECKING:
@@ -161,7 +162,11 @@ def child_initial_input(
"""
parts: list[str] = []
if parent_history:
rendered = json.dumps(parent_history, ensure_ascii=False, default=str)
rendered = json.dumps(
scrub_images_from_items(parent_history),
ensure_ascii=False,
default=str,
)
parts.append(
"== Inherited context from parent (background only) ==\n"
f"{rendered}\n"
+1
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@@ -287,6 +287,7 @@ async def run_strix_scan(
"parent_id": None,
"interactive": interactive,
"spawn_child_agent": spawn_child_agent,
"max_context_images": settings.runtime.max_context_images,
}
root_session = open_agent_session(root_id, agents_db)
+121 -36
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@@ -2,64 +2,149 @@
from __future__ import annotations
import contextlib
import asyncio
import logging
from typing import TYPE_CHECKING, Any, cast
from weakref import WeakKeyDictionary
from agents.memory import SQLiteSession
if TYPE_CHECKING:
from collections.abc import Callable
from pathlib import Path
from agents.items import TResponseInputItem
from agents.memory import Session
logger = logging.getLogger(__name__)
def open_agent_session(agent_id: str, path: Path) -> SQLiteSession:
path.parent.mkdir(parents=True, exist_ok=True)
return SQLiteSession(session_id=agent_id, db_path=path)
_IMAGE_REJECTED_TEXT = "[image rejected by the model]"
_IMAGE_ELIDED_TEXT = "[older screenshot elided to bound context memory]"
_INHERITED_IMAGE_TEXT = "[screenshot omitted from inherited context]"
def _output_has_image(item_dict: dict[str, Any]) -> bool:
return (
item_dict.get("type") == "function_call_output"
and isinstance(item_dict.get("output"), list)
and any(isinstance(b, dict) and b.get("type") == "input_image" for b in item_dict["output"])
)
def _elided_output(item_dict: dict[str, Any], text: str) -> dict[str, Any]:
# Replace only image blocks; sibling text blocks are preserved.
output = item_dict.get("output")
blocks = output if isinstance(output, list) else []
return {
"type": "function_call_output",
"call_id": item_dict.get("call_id"),
"output": [
{"type": "input_text", "text": text}
if isinstance(block, dict) and block.get("type") == "input_image"
else block
for block in blocks
],
}
_session_write_locks: WeakKeyDictionary[Session, asyncio.Lock] = WeakKeyDictionary()
def session_write_lock(session: Session) -> asyncio.Lock:
"""Lock serialising all out-of-band writes to ``session``."""
lock = _session_write_locks.get(session)
if lock is None:
lock = asyncio.Lock()
_session_write_locks[session] = lock
return lock
async def _rewrite_session(
session: Session,
transform: Callable[[list[Any]], tuple[list[Any], bool]],
) -> bool:
"""Read-modify-write a session under its write lock, restoring on failure."""
async with session_write_lock(session):
items = await session.get_items()
if not items:
return False
rebuilt, changed = transform(list(items))
if not changed:
return False
rebuilt_items = cast("list[TResponseInputItem]", rebuilt)
original_items = cast("list[TResponseInputItem]", list(items))
await session.clear_session()
try:
await session.add_items(rebuilt_items)
except Exception:
logger.exception("session rewrite failed; restoring original items")
await session.clear_session()
await session.add_items(original_items)
raise
return True
async def strip_all_images_from_session(session: Session) -> bool:
items = await session.get_items()
if not items:
"""Replace every image tool output with a text placeholder (rejection recovery)."""
def _transform(items: list[Any]) -> tuple[list[Any], bool]:
rebuilt: list[Any] = []
changed = False
for item in items:
item_dict = cast("dict[str, Any]", item) if isinstance(item, dict) else None
if item_dict is not None and _output_has_image(item_dict):
rebuilt.append(_elided_output(item_dict, _IMAGE_REJECTED_TEXT))
changed = True
else:
rebuilt.append(item)
return rebuilt, changed
return await _rewrite_session(session, _transform)
async def enforce_image_budget(session: Session, max_images: int) -> bool:
"""Keep only the most recent ``max_images`` image outputs; elide older ones."""
if max_images < 0:
return False
rebuilt: list[Any] = []
changed = False
for item in items:
item_dict = cast("dict[str, Any]", item) if isinstance(item, dict) else None
if (
item_dict is not None
and item_dict.get("type") == "function_call_output"
and isinstance(item_dict.get("output"), list)
and any(
isinstance(b, dict) and b.get("type") == "input_image" for b in item_dict["output"]
)
):
rebuilt.append(
{
"type": "function_call_output",
"call_id": item_dict.get("call_id"),
"output": [{"type": "input_text", "text": _IMAGE_REJECTED_TEXT}],
},
)
changed = True
else:
rebuilt.append(item)
def _transform(items: list[Any]) -> tuple[list[Any], bool]:
image_indices = [
i
for i, item in enumerate(items)
if isinstance(item, dict) and _output_has_image(cast("dict[str, Any]", item))
]
if len(image_indices) <= max_images:
return items, False
to_elide = set(image_indices[: len(image_indices) - max_images])
rebuilt = [
_elided_output(cast("dict[str, Any]", item), _IMAGE_ELIDED_TEXT)
if i in to_elide
else item
for i, item in enumerate(items)
]
return rebuilt, True
if not changed:
return False
return await _rewrite_session(session, _transform)
rebuilt_items = cast("list[TResponseInputItem]", rebuilt)
await session.clear_session()
try:
await session.add_items(rebuilt_items)
except Exception:
with contextlib.suppress(Exception):
await session.add_items(rebuilt_items)
raise
return True
def scrub_images_from_items(items: list[Any]) -> list[Any]:
"""Return a copy of ``items`` with every image block replaced by text."""
def _scrub(obj: Any) -> Any:
if isinstance(obj, dict):
if obj.get("type") == "input_image":
return {"type": "input_text", "text": _INHERITED_IMAGE_TEXT}
return {k: _scrub(v) for k, v in obj.items()}
if isinstance(obj, list):
return [_scrub(v) for v in obj]
return obj
return [_scrub(item) for item in items]
+4 -3
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@@ -37,7 +37,8 @@ async def test_persistent_rate_limit_stops_gracefully(
model="openai/gpt-4o",
reasoning_effort="high",
force_required_tool_choice=False,
)
),
runtime=types.SimpleNamespace(max_context_images=3),
)
monkeypatch.setattr(runner, "load_settings", lambda: settings)
monkeypatch.setattr(runner, "configure_sdk_model_defaults", lambda _settings: None)
@@ -54,8 +55,8 @@ async def test_persistent_rate_limit_stops_gracefully(
async def _cleanup(*_args: Any, **_kwargs: Any) -> None:
return None
monkeypatch.setattr(runner.session_manager, "create_or_reuse", _create_or_reuse)
monkeypatch.setattr(runner.session_manager, "cleanup", _cleanup)
monkeypatch.setattr(runner.session_manager, "create_or_reuse", _create_or_reuse) # type: ignore[attr-defined]
monkeypatch.setattr(runner.session_manager, "cleanup", _cleanup) # type: ignore[attr-defined]
monkeypatch.setattr(runner, "build_root_task", lambda _scan_config: "task")
monkeypatch.setattr(runner, "build_scope_context", lambda _scan_config: "")